{"id":"W2058345093","doi":"10.1016/j.jcf.2013.07.006","title":"Pulmonary exacerbations in CF patients with early lung disease","year":2013,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McGill University","funders":"","keywords":"Medicine; Cystic fibrosis; Exacerbation; Azithromycin; Lung function; Lung; Pulmonary function testing; Internal medicine; Lung disease; Disease; Interstitial lung disease; Gastroenterology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003875546,0.0003156598,0.0006381585,0.0007517372,0.0007075007,0.000786557,0.0002572501,0.0009752719,0.00287336],"category_scores_gemma":[0.003837101,0.000215121,0.0003909481,0.000607748,0.0002872022,0.0007708869,0.0005758423,0.0009397868,0.0002717968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376739,"about_ca_system_score_gemma":0.0004368438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266706,"about_ca_topic_score_gemma":0.005779575,"domain_scores_codex":[0.9994385,0.0001393348,0.00008525981,0.00007041422,0.0001168777,0.0001496285],"domain_scores_gemma":[0.9986228,0.0004458104,0.000442116,0.00003357002,0.0001092787,0.000346428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002921388,0.00006662403,0.9944313,0.0000239912,0.0000151114,0.001340509,0.0001184597,0.00003166741,0.0001710046,0.00002935356,0.0001620356,0.003317789],"study_design_scores_gemma":[0.00001021288,0.0001285587,0.9960583,0.00002497342,0.0000196686,0.002918973,0.0004757843,0.0001261433,0.00002841322,0.0000663094,0.0001377284,0.000004901928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964778,0.001476327,0.00004356162,0.0002617289,0.00002653592,0.00001438113,0.0001127706,0.00000290414,0.001584093],"genre_scores_gemma":[0.9991847,0.0003205405,0.00004028524,0.0000797273,0.00007845157,0.000007218243,0.0001386404,0.000001024223,0.0001493147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003266706,"threshold_uncertainty_score":0.009612322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005505032032686174,"score_gpt":0.2474989134907321,"score_spread":0.2419938814580459,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}